[HTML][HTML] The design and evaluation of adaptive biometric authentication systems: Current status, challenges and future direction

R Ryu, S Yeom, D Herbert, J Dermoudy - ICT Express, 2023 - Elsevier
Biometric authentication systems may suffer from decreasing recognition performance due
to varying environmental conditions and sample ageing, which cause intra-class variability …

BAED: A secured biometric authentication system using ECG signal based on deep learning techniques

AJ Prakash, KK Patro, M Hammad… - Biocybernetics and …, 2022 - Elsevier
Biometric authentication technology has become increasingly common in our daily lives as
information protection and control regulation requirements have grown worldwide. A …

[PDF][PDF] End-to-end data authentication deep learning model for securing IoT configurations

M Hammad, AM Iliyasu, IA Elgendy… - Human-centric computing …, 2022 - hcisj.com
Compared to other biometrics, electrocardiograms (ECGs) have gained widespread
acceptability as mediums for validating animateness in numerous security applications …

[HTML][HTML] Facilitating innovation and knowledge transfer between homogeneous and heterogeneous datasets: Generic incremental transfer learning approach and …

KT Chui, V Arya, SS Band, M Alhalabi, RW Liu… - Journal of Innovation & …, 2023 - Elsevier
Open datasets serve as facilitators for researchers to conduct research with ground truth
data. Generally, datasets contain innovation and knowledge in the domains that could be …

ECG-based authentication systems: a comprehensive and systematic review

S Asadianfam, MJ Talebi, E Nikougoftar - Multimedia Tools and …, 2024 - Springer
In recent years, security systems based on biometric features have become a promising
solution to identify humans, and it is preferred over traditional methods working based on …

ECG authentication based on non-linear normalization under various physiological conditions

HB Hwang, H Kwon, B Chung, J Lee, IY Kim - Sensors, 2021 - mdpi.com
The development and use of wearable devices require high levels of security and have
sparked interest in biometric authentication research. Among the available approaches …

Broken Heart: Privacy Leakage Analysis on ECG‐Based Authentication Schemes

S Noh, J Kim, S Lee, Y Kang, C Park… - Security and …, 2022 - Wiley Online Library
Authentications using biometrics, such as fingerprint recognition and electrocardiogram
(ECG), have been actively used in various applications. Unlike traditional authentication …

[HTML][HTML] Identity recognition in sanitary facilities using invisible electrocardiography

AS Silva, MV Correia, F de Melo, HP da Silva - Sensors, 2022 - mdpi.com
This article proposes a new method of identity recognition in sanitary facilities based on
electrocardiography (ECG) signals. Our team previously proposed a novel approach of …

Intelligent feature selection for ECG-based personal authentication using deep reinforcement learning

S Baek, J Kim, H Yu, G Yang, I Sohn, Y Cho, C Park - Sensors, 2023 - mdpi.com
In this study, the optimal features of electrocardiogram (ECG) signals were investigated for
the implementation of a personal authentication system using a reinforcement learning (RL) …

[HTML][HTML] Hybrid-pattern recognition modeling with arrhythmia signal processing for ubiquitous health management

WT Hsiao, YC Kan, CC Kuo, YC Kuo, SK Chai, HC Lin - Sensors, 2022 - mdpi.com
We established a web-based ubiquitous health management (UHM) system,“ECG4UHM”,
for processing ECG signals with AI-enabled models to recognize hybrid arrhythmia patterns …